ML integration Engineer
1 day ago
- Design and implement scalable ML pipelines for Generative and Agentic AI applications.
- Integrate AI models into production environments using containerized platforms such as OpenShift and Kubernetes.
- Collaborate with cross-functional teams to understand AI workflows and translate them into robust engineering solutions.
- Develop and maintain automation scripts using Linux shell scripting, Python, or other relevant tools.
- Ensure seamless deployment and integration of AI services in cloud environments (e.g., AWS, Azure, GCP).
- Implement and maintain network security protocols to safeguard AI systems and data pipelines.
- Monitor and optimize system performance, reliability, and scalability.
- Support CI/CD processes and infrastructure for AI model deployment and updates.
Requirements
- 5+ years of experience in Machine Learning engineering or AI system integration.
- Hands-on experience with OpenShift, Docker, Kubernetes.
- Knowledge of cloud platforms (e.g. AWS, GCP) is a must-have.
- Exposure to data and network security and compliance in AI systems.
- Understanding of Generative AI and Agentic AI concepts.
- Experience with LLM prompt engineering, or RAG pipelines.
- Knowledge of API integration and microservices architecture.
- Proficiency in Python used both for ML and automation tasks
- Good knowledge of Bash and Unix/Linux command-line toolkit is a must-have.
- Knowledge of Workflow Orchestrator, such as Ctrl-M
- Knowledge of Logging and Monitoring tools, such as Splunk and Geneos.
- Experience with Observability framework, such as Langfuse, Elastic Stack, Grafana, OpenTelemetry.
-
ML integration Engineer
2 weeks ago
Singapore UNISON Group Full time $120,000 - $180,000 per yearDesign and implement scalable ML pipelines for Generative and Agentic AI applications.Integrate AI models into production environments using containerized platforms such as OpenShift and Kubernetes.Collaborate with cross-functional teams to understand AI workflows and translate them into robust engineering solutions.Develop and maintain automation scripts...
-
Senior AI ML Integration Engineer
4 days ago
Singapore HTC SOFTWARE SINGAPORE PTE LTD Full timeJob Description & RequirementsThis Senior ML / Integration Engineer role focuses on building and integrating Generative AI and Agentic AI solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure.Key Responsibilities: Develop and maintain...
-
Senior AI ML Integration Engineer
6 days ago
Singapore HTC SOFTWARE SINGAPORE PTE LTD Full timeJob Description & Requirements This Senior ML / Integration Engineer role focuses on building and integrating Generative AI and Agentic AI solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure. Key Responsibilities Develop and...
-
AI/ML Engineer
6 days ago
Singapore GECO Asia Pte Ltd Full timeOverview We are looking for a highly motivated and experienced AI Engineer to join our team and lead the development of intelligent solutions using Advanced Python, Machine Learning (ML) and Artificial Intelligence (AI) techniques. The ideal candidate will have strong expertise in API integration, Natural Language Processing (NLP), and building scalable...
-
System Integrator
6 days ago
Singapore PLOY ASIA PTE. LTD. Full timeWhat’s on offer Job Type: Contract Duration: 12 months (highly renewable)Job Summary We are seeking a Big Data / Systems Engineer with experience in implementing and supporting large-scale MLS systems, including environment setup, capacity planning, and production support. In addition, he/she must be skilled in Hadoop, NoSQL, Spark, and DevOps tools, with...
-
AI/ML Engineer
6 days ago
Singapore Certis Full timeAs an AI/ML Engineer in the AI Development Group, you will work on the rapid prototyping, development, and integration of AI capabilities across Certis’ current and next-generation technology platforms. This role is pivotal in advancing Certis’ AI adoption journey, making AI a core driver of innovation and operational excellence. You will work closely...
-
ML Engineer
1 week ago
Singapore SOURCEO PTE. LTD. Full timeQualifications Requirements At least 3-5 years of experience as an ML Engineer, MLOps Engineer, or equivalent. Strong proficiency in Python and ML frameworks such as Scikit-learn, XGBoost, PyTorch, or TensorFlow. Proven experience with AWS ML services, including SageMaker, Glue, Lambda, Step Functions, S3, and CloudWatch. Familiarity with CI/CD and test...
-
Data Scientist
2 weeks ago
Singapore Certis Integrated Services Full timeOverview We are looking for a Data Scientist to join a product team focused on advancing a cutting-edge Synthetic Data Generation (SDG) engine. This role sits at the intersection of machine learning, applied research, and software engineering, contributing to a product that enables safe data sharing and analytics across sectors. Responsibilities Designing...
-
MLS System Integrator
1 week ago
Singapore HR Tech Full timeOverview Potential candidate will support AML Projects/CRs for Singapore and Regional entities. We are seeking a skilled System Integrator to join our team. As a System Integrator, you will be responsible for performing middleware installations, configurations, and troubleshooting, as well as system integration with other systems and applications. You will...
-
MLS System Integrator
2 weeks ago
Singapore HR Tech Full timeOverview Potential candidate will support AML Projects/CRs for Singapore and Regional entities. We are seeking a skilled System Integrator to join our team. As a System Integrator, you will be responsible for performing middleware installations, configurations, and troubleshooting, as well as system integration with other systems and applications. You will...